Overview
Job Title: Full Stack Developer – Real-Time Virtual Try-On (Web + Digital Signage using Unity)
Location:On-site
Experience: 2+ Years Preferred (Open to skilled fresher’s)
About the Project:
We are developing a real-time Virtual Try-On platform that runs in-browser for web users and on Unity-based digital signage for in-store experiences. Users will be able to try on clothes virtually using AI-powered body tracking and 3D rendering.
For web, we aim to keep it browser-based (React + Three.js) for cost efficiency and accessibility.
For digital signage, we are using Unity to create an interactive and high-performance virtual fitting experience on large displays.
Since we are working on a budget-friendly approach, we seek a developer who can build optimized, scalable solutions using open-source tools and lightweight architectures.
Tech Stack:
- Web Frontend: React.js, Three.js, WebGL
- Digital Signage: Unity (C#), WebRTC for real-time interaction
- Backend: Node.js, Express.js, Firebase
- AI & Machine Learning: TensorFlow.js, MediaPipe, OpenCV (for real-time body tracking)
- 3D Graphics & Rendering: Three.js (for web), Unity (for signage)
- Cloud & Infrastructure: Firebase, AWS S3 (cost-effective storage)
- Version Control & CI/CD: Git, GitHub
Key Responsibilities:
Web Frontend (React + Three.js):
● Build a real-time browser-based virtual try-on interface.
● Optimize 3D model rendering and AI body tracking for smooth performance.
● Ensure seamless outfit overlay and realistic try-on effects.
Digital Signage (Unity Development):
● Develop an interactive Unity-based virtual try-on system for large screens.
● Implement gesture-based interactions for users to switch outfits without touching the screen.
● Optimize 3D rendering for high-quality performance on signage hardware.
Backend & API Development (Node.js + Firebase):
● Create a scalable API for handling try-on sessions and asset storage.
● Ensure fast real-time processing with AI-based pose tracking.
● Implement cost-effective cloud solutions for efficient data handling.
AI & 3D Model Integration:
● Implement pose estimation and real-time clothing fitting using TensorFlow.js & MediaPipe.
● Optimize AI models for low-latency browser and Unity inference.
● Develop an accurate cloth simulation system for better realism.
Performance Optimization & Cost Management:
● Use GPU acceleration and caching to improve speed and efficiency.
● Deploy browser-based components for cost-saving, avoiding unnecessary hardware needs.
● Implement low-latency streaming & WebRTC integration for real-time interactions on signage.
Who Should Apply?
- Developers experienced in React + Three.js + TensorFlow.js for web.
- Someone with Unity (C#) expertise for interactive digital signage experiences.
- Experience in computer vision, 3D modeling, and AI-based applications.
- Freelancers, or cost-conscious developers who can work within budget constraints.
Why Join Us?
Work on an innovative AI + 3D fashion-tech project with massive scalability.
Get hands-on with web-based virtual try-on & interactive digital signage tech.
Remote flexibility + Exciting growth opportunities.
Job Types: Full-time, Permanent, Fresher
Pay: ₹15,000.00 - ₹25,000.00 per month
Benefits:
- Flexible schedule
Schedule:
- Day shift
- Morning shift
Supplemental Pay:
- Performance bonus
Education:
- Bachelor's (Required)
Experience:
- Unity: 2 years (Required)
Work Location: In person